Chapter 3 - NFL backward elimination

Chapter 3 - NFL backward elimination - SUMMARY OUTPUT...

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SUMMARY OUTPUT Regression Statistics Multiple R 0.9334531647 R Square 0.8713348107 Adjusted R Square 0.7900725859 Standard Error 2.2873696419 Observations 32 ANOVA df SS MS F Significance F Regression 12 673.2096123074 56.100801026 10.72250745 4.60416794E-006 Residual 19 99.4091376926 5.2320598786 Total 31 772.61875 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0% Intercept -11.685598107 10.3604871987 -1.1279004435 0.273404073 -33.3703470289 9.9991508157 -33.3703470289 9.9991508157 Yards/Game -0.6772016401 12.0529672874 -0.0561854707 0.9557807008 -25.9043520996 24.549948819 -25.9043520996 24.5499488195 Rushing Yards/Game 0.7797902522 12.0550101735 0.0646859887 0.9490997616 -24.4516360171 26.011216521 -24.4516360171 26.0112165215 Passing Yards/Game 0.785618545 12.0507538939 0.0651924811 0.9487018035 -24.4368992288 26.008136319 -24.4368992288 26.0081363188 Opponent Yards/Game -6.9780896766 9.3593785418 -0.7455719037 0.4650505212 -26.5674940988 12.611314746 -26.5674940988 12.6113147456 Opponent Rushing Yards/Game 6.9469411156 9.3634982225 0.7419172782 0.467210445 -12.6510858975 26.544968129 -12.6510858975 26.5449681286 Opponent Passing Yards/Game 6.9617089048 9.3541217565 0.7442397144 0.4658371641 -12.6166929393 26.540110749 -12.6166929393 26.5401107489 Penalties -0.0176275932 0.0929360454 -0.1896744484 0.851575887 -0.2121449717 0.1768897854 -0.2121449717 0.1768897854 Penalty Yards 0.00429697 0.0106178728 0.4046921671 0.6902235463 -0.0179264933 0.0265204332 -0.0179264933 0.0265204332 Interceptions 0.1548641415 0.1260951775 1.2281527696 0.2343869608 -0.1090560982 0.4187843812 -0.1090560982 0.4187843812 Fumbles 0.1974398545 0.1395627717 1.4147028754 0.1733355635 -0.0946683839 0.4895480928 -0.0946683839 0.4895480928 Passes Intercepted 0.0335830499 0.1339627243 0.2506895111 0.804745116 -0.2468041545 0.3139702543 -0.2468041545 0.3139702543 Fumbles Recovered -0.1179479484 0.1366361068 -0.8632267936 0.3987787398 -0.4039306066 0.1680347099 -0.4039306066 0.1680347099
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National Football League Data 2007 Season Team Points/Game Yards/Game Rushing Yards/Game Passing Yards/Game Opponent Yards/Game Opponent Rushing Yards/Game Opponent Passing Yards/Game Penalties Penalty Yards Interceptions Fumbles Passes Intercepted Fumbles Recovered Arizona Cardinals 25.2 344.1 90 254.1 330.2 97.9 232.3 137 1,128 18 11 24 12 Atlanta Falcons 16.2 301 95 206 355.5 127.1 228.4 105 891 16 12 15 9 Baltimore Ravens 17.2 302 112.3 189.7 301.6 79.3 222.3 107 873 17 6 14 26 Buffalo Bills 15.8 277.1 112.5 164.6 362.9 124.6 238.4 78 633 18 12 14 7 Carolina Panthers 16.7 284.9 114 170.9 324.8 110.7 214.1 95 801 14 16 17 12 Chicago Bears 20.9 293.2 83.1 210.1 354.7 122.9 231.8 111 839 16 17 21 13 Cincinnati Bengals 23.8 348 97.3 250.8 348.8 118.3 230.4 90 670 19 16 20 10 Cleveland Browns 25.1 351.3 118.4 232.9 359.6 129.5 230.1 114 868 17 10 20 9 Dallas Cowboys 28.4 365.7 109.1 256.6 307.6 94.6 213.1 104 815 19 10 19 5 Denver Broncos 20 346.3 122.3 224 336 142.6 193.4 90 610 14 16 15 14 Detroit Lions 21.6 322.9 80.5 242.4 377.6 119.4 258.2 100 676 17 18 22 14 Green Bay Packers 27.2 370.7 99.8 270.9 313.3 102.9 210.4 113 1,006 19 9 15 9 Houston Texans 23.7 333.6 99.1 234.4 344.2 114.1 230.1 82 636 11 14 21 17 Indianapolis Colts 28.1 358.7 106.6 252.1 279.7 106.9 172.8 67 515 22 15 14 5 Jacksonville Jaguars 25.7 357.4 149.4 208 313.8 100.3 213.5 76 594 20 10 8 13 Kansas City Chiefs 14.1 276.8 78 198.8 319.4 130.6 188.9 101 697 14 8 20 13 Miami Dolphins 16.7 287.5 98.1 189.4 342.2 153.5 188.7 91 732 14 8 16 13 Minnesota Vikings 22.8 336.2 164.6 171.6 338.1 74.1 264.1 86 662 15 16 14 16 New England Patriots 36.8 411.2 115.6 295.7 288.3 98.3 190.1 78 690 19 12 9 6 New Orleans Saints 23.7 361.2 91.6 269.6 348.1 102.9 245.3 68 581 13 10 18 12 New York Giants 23.3 331.4 134.3 197.1 305 97.7 207.3 77 652 15 10 20 14 New York Jets 16.8 294.7 106.3 188.4 331.9 134.8 197.1 63 486 15 6 19 6 Oakland Raiders 17.7 294.8 130.4 164.4 341.6 145.9 195.8 120 864 18 8 20 17 Philadelphia Eagles 21 358.1 123.4 234.7 311.4 95.8 215.6 83 649 11 8 15 12 Pittsburgh Steelers 24.6 327.4 135.5 191.9
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